Pandas Profiling Report

Dataset statistics

Number of variables	37
Number of observations	51
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	25.1 KiB
Average record size in memory	503.1 B

Variable types

NUM	34
CAT	3

Reproduction

Analysis started	2020-03-14 13:15:23.262564
Analysis finished	2020-03-14 13:18:21.670216
Version	pandas-profiling v2.5.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

`formula` has a high cardinality: 51 distinct values	High cardinality
`material_id` has a high cardinality: 51 distinct values	High cardinality
`chemical_compound` has a high cardinality: 51 distinct values	High cardinality
`PLanion` is highly correlated with `ENanion`	High Correlation
`ENanion` is highly correlated with `PLanion`	High Correlation
`PLcation` is highly correlated with `rcation`	High Correlation
`rcation` is highly correlated with `PLcation`	High Correlation
`a` is highly correlated with `ranion` and 2 other fields	High Correlation
`ranion` is highly correlated with `a` and 2 other fields	High Correlation
`v` is highly correlated with `ranion` and 2 other fields	High Correlation
`DLi-B` is highly correlated with `ranion` and 2 other fields	High Correlation
`DLi-Li intra` is highly correlated with `DLi-A` and 1 other fields	High Correlation
`DLi-A` is highly correlated with `DLi-Li intra` and 2 other fields	High Correlation
`DLi-Li doublet` is highly correlated with `DLi-A` and 1 other fields	High Correlation
`DLi-Li inter` is highly correlated with `DLi-A` and 2 other fields	High Correlation
`OCC.Li all` is highly correlated with `OCC.Li24g`	High Correlation
`OCC.Li24g` is highly correlated with `OCC.Li all` and 1 other fields	High Correlation
`SconfLi` is highly correlated with `OCC.Li48h` and 1 other fields	High Correlation
`OCC.Li48h` is highly correlated with `SconfLi`	High Correlation
`Sconfanion` is highly correlated with `SconfC`	High Correlation
`SconfC` is highly correlated with `Sconfanion`	High Correlation
`material_id` is highly correlated with `formula` and 1 other fields	High Correlation
`formula` is highly correlated with `material_id` and 1 other fields	High Correlation
`chemical_compound` is highly correlated with `formula` and 1 other fields	High Correlation
`NO.` has 1 (2.0%) zeros	Zeros
`OCC.Li24g` has 9 (17.6%) zeros	Zeros
`SconfA` has 13 (25.5%) zeros	Zeros
`SconfC` has 6 (11.8%) zeros	Zeros
`Sconfanion` has 5 (9.8%) zeros	Zeros

NO.
Real number (ℝ_≥0)

UNIFORM
UNIQUE
ZEROS

Distinct count	51
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	25.0
Minimum	0
Maximum	50
Zeros	1
Zeros (%)	2.0%
Memory size	536.0 B

Quantile statistics

Minimum	0
5-th percentile	2.5
Q1	12.5
median	25
Q3	37.5
95-th percentile	47.5
Maximum	50
Range	50
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	14.86606875
Coefficient of variation (CV)	0.5946427499
Kurtosis	-1.2
Mean	25
Median Absolute Deviation (MAD)	12.74509804
Skewness	0
Sum	1275
Variance	221

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 50.], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
50	1	2.0%
12	1	2.0%
22	1	2.0%
21	1	2.0%
20	1	2.0%
19	1	2.0%
18	1	2.0%
17	1	2.0%
16	1	2.0%
15	1	2.0%
Other values (41)	41	80.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	2.0%
1	1	2.0%
2	1	2.0%
3	1	2.0%
4	1	2.0%

Value	Count	Frequency (%)
50	1	2.0%
49	1	2.0%
48	1	2.0%
47	1	2.0%
46	1	2.0%

formula
Categorical

HIGH CARDINALITY
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct count	51
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	536.0 B

Li6PS4.2Se0.8Br	1
Li6.05P0.95Si0.05S5Br	1
Li6AsS5Br	1
Li7PSe6	1
Li6PS4.4Se0.6Br	1
Other values (46)	46

Value	Count	Frequency (%)
Li6PS4.2Se0.8Br	1	2.0%
Li6.05P0.95Si0.05S5Br	1	2.0%
Li6AsS5Br	1	2.0%
Li7PSe6	1	2.0%
Li6PS4.4Se0.6Br	1	2.0%
Li6AsS5I	1	2.0%
Li6.6P0.4Ge0.6S5I	1	2.0%
Li6PS5Br0.25I0.75	1	2.0%
Li6PS5Cl	1	2.0%
Li6PS5Br0.5I0.5	1	2.0%
Other values (41)	41	80.4%

Length

Max length	24
Mean length	16.60784314
Min length	6

Value	Count	Frequency (%)
Decimal_Number	10	40.0%
Uppercase_Letter	8	32.0%
Lowercase_Letter	5	20.0%
Space_Separator	1	4.0%
Other_Punctuation	1	4.0%

Value	Count	Frequency (%)
Latin	13	52.0%
Common	12	48.0%

Value	Count	Frequency (%)
ASCII	25	100.0%

material_id
Categorical

HIGH CARDINALITY
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct count	51
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	536.0 B

shu.ssy_2019122611180632	1
shu.ssy_2019122611180524	1
shu.ssy_2019122611180950	1
shu.ssy_201912261118027	1
shu.ssy_2019122611180314	1
Other values (46)	46

Value	Count	Frequency (%)
shu.ssy_2019122611180632	1	2.0%
shu.ssy_2019122611180524	1	2.0%
shu.ssy_2019122611180950	1	2.0%
shu.ssy_201912261118027	1	2.0%
shu.ssy_2019122611180314	1	2.0%
shu.ssy_2019122611180947	1	2.0%
shu.ssy_2019122611180418	1	2.0%
shu.ssy_2019122611180631	1	2.0%
shu.ssy_2019122611180737	1	2.0%
shu.ssy_2019122611180634	1	2.0%
Other values (41)	41	80.4%

Length

Max length	24
Mean length	23.82352941
Min length	23

Value	Count	Frequency (%)
Decimal_Number	10	62.5%
Lowercase_Letter	4	25.0%
Connector_Punctuation	1	6.2%
Other_Punctuation	1	6.2%

Value	Count	Frequency (%)
Common	12	75.0%
Latin	4	25.0%

Value	Count	Frequency (%)
ASCII	16	100.0%

chemical_compound
Categorical

HIGH CARDINALITY
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct count	51
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	536.0 B

Li6PS4.7Se0.3Br	1
Li6.20P0.80Si0.20S5Br	1
Li6.5P0.5Ge0.5S5I	1
Li6PS4.1Se0.9Br	1
Li6(PSe4)(Se1.23I0.77)	1
Other values (46)	46

Value	Count	Frequency (%)
Li6PS4.7Se0.3Br	1	2.0%
Li6.20P0.80Si0.20S5Br	1	2.0%
Li6.5P0.5Ge0.5S5I	1	2.0%
Li6PS4.1Se0.9Br	1	2.0%
Li6(PSe4)(Se1.23I0.77)	1	2.0%
Li6PS4.4Se0.6Br	1	2.0%
Li6.6P0.4Ge0.6S5I	1	2.0%
Li6PS4.3Se0.7Br	1	2.0%
Li6PS5Cl	1	2.0%
Li6PS5Br0.5I0.5	1	2.0%
Other values (41)	41	80.4%

Length

Max length	26
Mean length	17.17647059
Min length	7

Value	Count	Frequency (%)
Decimal_Number	10	38.5%
Uppercase_Letter	8	30.8%
Lowercase_Letter	5	19.2%
Open_Punctuation	1	3.8%
Close_Punctuation	1	3.8%
Other_Punctuation	1	3.8%

Value	Count	Frequency (%)
Latin	13	50.0%
Common	13	50.0%

Value	Count	Frequency (%)
ASCII	26	100.0%

ranion
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	25
Unique (%)	49.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.8826526862745094
Minimum	1.835
Maximum	2.0167
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	1.835
5-th percentile	1.844375
Q1	1.86
median	1.87
Q3	1.9
95-th percentile	1.9751835
Maximum	2.0167
Range	0.1817
Interquartile range (IQR)	0.04

Descriptive statistics

Standard deviation	0.03816515623
Coefficient of variation (CV)	0.02027201114
Kurtosis	4.678317365
Mean	1.882652686
Median Absolute Deviation (MAD)	0.02659592003
Skewness	2.062034711
Sum	96.015287
Variance	0.00145657915

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[1.835 1.85711 1.861165 1.9351835 2.0167 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.86	15	29.4%
1.9	13	25.5%
1.8475	1	2.0%
1.89	1	2.0%
1.87867	1	2.0%
1.835	1	2.0%
1.86933	1	2.0%
1.86233	1	2.0%
1.85375	1	2.0%
1.84125	1	2.0%
Other values (15)	15	29.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.835	1	2.0%
1.84	1	2.0%
1.84125	1	2.0%
1.8475	1	2.0%
1.85375	1	2.0%

Value	Count	Frequency (%)
2.0167	1	2.0%
2.0082	1	2.0%
1.98	1	2.0%
1.970367	1	2.0%
1.9	13	25.5%

ENanion
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	25
Unique (%)	49.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.6226630843921566
Minimum	2.55
Maximum	2.676666667
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	2.55
5-th percentile	2.574166667
Q1	2.593333333
median	2.639833333
Q3	2.643333333
95-th percentile	2.655833334
Maximum	2.676666667
Range	0.126666667
Interquartile range (IQR)	0.05

Descriptive statistics

Standard deviation	0.0294581069
Coefficient of variation (CV)	0.01123213541
Kurtosis	-0.7097842536
Mean	2.622663084
Median Absolute Deviation (MAD)	0.02622529513
Skewness	-0.561435957
Sum	133.7558173
Variance	0.0008677800623

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[2.55 2.58895 2.59958333 2.63858333 2.6475 2.67666667], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2.643333333	15	29.4%
2.593333333	13	25.5%
2.668333333	1	2.0%
2.55	1	2.0%
2.638833333	1	2.0%
2.618333333	1	2.0%
2.564116667	1	2.0%
2.641333333	1	2.0%
2.630833333	1	2.0%
2.640333333	1	2.0%
Other values (15)	15	29.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.55	1	2.0%
2.564116667	1	2.0%
2.568333333	1	2.0%
2.58	1	2.0%
2.584566667	1	2.0%

Value	Count	Frequency (%)
2.676666667	1	2.0%
2.668333333	1	2.0%
2.66	1	2.0%
2.651666667	1	2.0%
2.643333333	15	29.4%

PLanion
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	25
Unique (%)	49.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	9.491025600352943
Minimum	9.11
Maximum	10.5
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	9.11
5-th percentile	9.225625
Q1	9.295
median	9.33
Q3	9.683333333
95-th percentile	10.08803333
Maximum	10.5
Range	1.39
Interquartile range (IQR)	0.388333333

Descriptive statistics

Standard deviation	0.2895576012
Coefficient of variation (CV)	0.03050856813
Kurtosis	2.189194354
Mean	9.4910256
Median Absolute Deviation (MAD)	0.2342370044
Skewness	1.455187624
Sum	484.0423056
Variance	0.0838436044

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 9.11 9.271875 9.3425 9.63479167 9.80833333 10.5 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
9.295	15	29.4%
9.683333333	13	25.5%
9.514572286	1	2.0%
10.2	1	2.0%
9.15625	1	2.0%
10.06366667	1	2.0%
9.31	1	2.0%
9.305	1	2.0%
9.933333333	1	2.0%
10.1124	1	2.0%
Other values (15)	15	29.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9.11	1	2.0%
9.15625	1	2.0%
9.2025	1	2.0%
9.24875	1	2.0%
9.295	15	29.4%

Value	Count	Frequency (%)
10.5	1	2.0%
10.2	1	2.0%
10.1124	1	2.0%
10.06366667	1	2.0%
9.933333333	1	2.0%

rcation
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	26
Unique (%)	51.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2052990196078431
Minimum	0.17
Maximum	0.368
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	0.17
5-th percentile	0.17
Q1	0.17
median	0.1745
Q3	0.2085
95-th percentile	0.335
Maximum	0.368
Range	0.198
Interquartile range (IQR)	0.0385

Descriptive statistics

Standard deviation	0.05759813408
Coefficient of variation (CV)	0.2805572778
Kurtosis	1.542087504
Mean	0.2052990196
Median Absolute Deviation (MAD)	0.04329853902
Skewness	1.700339784
Sum	10.47025
Variance	0.003317545049

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.17 0.171125 0.20225 0.368 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.17	24	47.1%
0.335	3	5.9%
0.1745	1	2.0%
0.368	1	2.0%
0.1835	1	2.0%
0.179	1	2.0%
0.1925	1	2.0%
0.346	1	2.0%
0.324	1	2.0%
0.258	1	2.0%
Other values (16)	16	31.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.17	24	47.1%
0.17225	1	2.0%
0.1745	1	2.0%
0.17675	1	2.0%
0.179	1	2.0%

Value	Count	Frequency (%)
0.368	1	2.0%
0.346	1	2.0%
0.335	3	5.9%
0.324	1	2.0%
0.302	1	2.0%

ENcation
Real number (ℝ_≥0)

Distinct count	26
Unique (%)	51.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.1577598039215684
Minimum	2.028
Maximum	2.19
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	2.028
5-th percentile	2.055
Q1	2.137625
median	2.18
Q3	2.19
95-th percentile	2.19
Maximum	2.19
Range	0.162
Interquartile range (IQR)	0.052375

Descriptive statistics

Standard deviation	0.04505904351
Coefficient of variation (CV)	0.02088232593
Kurtosis	1.126889978
Mean	2.157759804
Median Absolute Deviation (MAD)	0.03593829296
Skewness	-1.433826047
Sum	110.04575
Variance	0.002030317402

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[2.028 2.186375 2.19 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2.19	24	47.1%
2.18	3	5.9%
2.028	1	2.0%
2.064	1	2.0%
2.15375	1	2.0%
2.1175	1	2.0%
2.045	1	2.0%
2.136	1	2.0%
2.046	1	2.0%
2.12475	1	2.0%
Other values (16)	16	31.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.028	1	2.0%
2.045	1	2.0%
2.046	1	2.0%
2.064	1	2.0%
2.082	1	2.0%

Value	Count	Frequency (%)
2.19	24	47.1%
2.18275	1	2.0%
2.18	3	5.9%
2.1755	1	2.0%
2.172	1	2.0%

PLcation
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	26
Unique (%)	51.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.03719936274509804
Minimum	0.0198
Maximum	0.13068
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	0.0198
5-th percentile	0.0198
Q1	0.0198
median	0.020475
Q3	0.0352
95-th percentile	0.10452
Maximum	0.13068
Range	0.11088
Interquartile range (IQR)	0.0154

Descriptive statistics

Standard deviation	0.03162384224
Coefficient of variation (CV)	0.8501178491
Kurtosis	1.694113872
Mean	0.03719936275
Median Absolute Deviation (MAD)	0.02410856017
Skewness	1.758629827
Sum	1.8971675
Variance	0.001000067398

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.0198 0.01996875 0.0241875 0.13068 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.0198	24	47.1%
0.103	3	5.9%
0.0506	1	2.0%
0.05676	1	2.0%
0.06908	1	2.0%
0.02385	1	2.0%
0.023175	1	2.0%
0.020475	1	2.0%
0.0214875	1	2.0%
0.0228375	1	2.0%
Other values (16)	16	31.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.0198	24	47.1%
0.0201375	1	2.0%
0.020475	1	2.0%
0.0208125	1	2.0%
0.02115	1	2.0%

Value	Count	Frequency (%)
0.13068	1	2.0%
0.11836	1	2.0%
0.10604	1	2.0%
0.103	3	5.9%
0.09372	1	2.0%

CLi
Real number (ℝ_≥0)

Distinct count	23
Unique (%)	45.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6.206019607843137
Minimum	6.0
Maximum	7.0
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	6
5-th percentile	6
Q1	6
median	6.1
Q3	6.275
95-th percentile	6.85
Maximum	7
Range	1
Interquartile range (IQR)	0.275

Descriptive statistics

Standard deviation	0.282801732
Coefficient of variation (CV)	0.04556893949
Kurtosis	1.522243563
Mean	6.206019608
Median Absolute Deviation (MAD)	0.2142222222
Skewness	1.541974134
Sum	316.507
Variance	0.07997681961

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[6. 6.0125 6.325 7. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
6	22	43.1%
7	2	3.9%
6.15	2	3.9%
6.25	2	3.9%
6.5	2	3.9%
6.2	2	3.9%
6.3	2	3.9%
6.1	2	3.9%
6.125	1	2.0%
6.075	1	2.0%
Other values (13)	13	25.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
6	22	43.1%
6.025	1	2.0%
6.05	1	2.0%
6.075	1	2.0%
6.1	2	3.9%

Value	Count	Frequency (%)
7	2	3.9%
6.9	1	2.0%
6.8	1	2.0%
6.7	1	2.0%
6.66	1	2.0%

a
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	50
Unique (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	10.104460392156861
Minimum	9.89111
Maximum	10.6516
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	9.89111
5-th percentile	9.9525
Q1	9.999915
median	10.03652
Q3	10.188905
95-th percentile	10.4185
Maximum	10.6516
Range	0.76049
Interquartile range (IQR)	0.18899

Descriptive statistics

Standard deviation	0.1597481056
Coefficient of variation (CV)	0.01580966221
Kurtosis	2.416632398
Mean	10.10446039
Median Absolute Deviation (MAD)	0.1243448212
Skewness	1.522556996
Sum	515.32748
Variance	0.02551945726

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 9.89111 9.98452 10.05217 10.298845 10.6516 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
10.243147	2	3.9%
10.362	1	2.0%
10.04681	1	2.0%
9.99462	1	2.0%
9.952	1	2.0%
10.0176	1	2.0%
10.05213	1	2.0%
10.00791	1	2.0%
10.475	1	2.0%
10.01452	1	2.0%
Other values (40)	40	78.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9.89111	1	2.0%
9.898	1	2.0%
9.952	1	2.0%
9.953	1	2.0%
9.95303	1	2.0%

Value	Count	Frequency (%)
10.6516	1	2.0%
10.54	1	2.0%
10.475	1	2.0%
10.362	1	2.0%
10.29982	1	2.0%

v
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	50
Unique (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1032.4332720196078
Minimum	967.684464
Maximum	1208.4941
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	967.684464
5-th percentile	985.8175485
Q1	999.974725
median	1010.996061
Q3	1057.749104
95-th percentile	1131.010284
Maximum	1208.4941
Range	240.809636
Interquartile range (IQR)	57.774379

Descriptive statistics

Standard deviation	50.09728848
Coefficient of variation (CV)	0.04852351221
Kurtosis	2.798187414
Mean	1032.433272
Median Absolute Deviation (MAD)	38.6418794
Skewness	1.614023426
Sum	52654.09687
Variance	2509.738313

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 967.684464 995.363375 1015.732733 1092.3594095 1208.4941 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1074.732056	2	3.9%
999.223147	1	2.0%
998.386965	1	2.0%
1056.449224	1	2.0%
1030.6683	1	2.0%
1000.726303	1	2.0%
1009.996064	1	2.0%
1208.4941	1	2.0%
1015.7177	1	2.0%
1149.44166	1	2.0%
Other values (40)	40	78.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
967.684464	1	2.0%
969.710989	1	2.0%
985.66891	1	2.0%
985.966187	1	2.0%
985.974973	1	2.0%

Value	Count	Frequency (%)
1208.4941	1	2.0%
1170.905451	1	2.0%
1149.44166	1	2.0%
1112.578908	1	2.0%
1092.669695	1	2.0%

v[LiACE2]
Real number (ℝ_≥0)

UNIQUE

Distinct count	51
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.844468627450979
Minimum	5.2597
Maximum	10.7293
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	5.2597
5-th percentile	5.286
Q1	7.94985
median	8.0749
Q3	8.59375
95-th percentile	9.25075
Maximum	10.7293
Range	5.4696
Interquartile range (IQR)	0.6439

Descriptive statistics

Standard deviation	1.290172874
Coefficient of variation (CV)	0.1644691228
Kurtosis	0.6107654492
Mean	7.844468627
Median Absolute Deviation (MAD)	0.9067119569
Skewness	-1.037197927
Sum	400.0679
Variance	1.664546045

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 5.2597 5.34545 7.92985 8.08045 8.819 10.7293 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5.2763	1	2.0%
10.7293	1	2.0%
8.0496	1	2.0%
9.3543	1	2.0%
8.2967	1	2.0%
8.0749	1	2.0%
8.6235	1	2.0%
7.9609	1	2.0%
8.1339	1	2.0%
7.9209	1	2.0%
Other values (41)	41	80.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5.2597	1	2.0%
5.2763	1	2.0%
5.2777	1	2.0%
5.2943	1	2.0%
5.295	1	2.0%

Value	Count	Frequency (%)
10.7293	1	2.0%
9.4333	1	2.0%
9.3543	1	2.0%
9.1472	1	2.0%
8.8326	1	2.0%

v[BE4]
Real number (ℝ_≥0)

UNIQUE

Distinct count	51
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.791239215686275
Minimum	4.2183
Maximum	6.3184
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	4.2183
5-th percentile	4.3567
Q1	4.52995
median	4.7536
Q3	4.9323
95-th percentile	5.4735
Maximum	6.3184
Range	2.1001
Interquartile range (IQR)	0.40235

Descriptive statistics

Standard deviation	0.3722036147
Coefficient of variation (CV)	0.07768420611
Kurtosis	4.587331487
Mean	4.791239216
Median Absolute Deviation (MAD)	0.2648007689
Skewness	1.579022477
Sum	244.3532
Variance	0.1385355308

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[4.2183 4.9611 6.3184], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
4.6711	1	2.0%
4.933	1	2.0%
4.3309	1	2.0%
4.7393	1	2.0%
4.6363	1	2.0%
4.7406	1	2.0%
4.9339	1	2.0%
4.7536	1	2.0%
4.8051	1	2.0%
4.7372	1	2.0%
Other values (41)	41	80.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4.2183	1	2.0%
4.3309	1	2.0%
4.3552	1	2.0%
4.3582	1	2.0%
4.3806	1	2.0%

Value	Count	Frequency (%)
6.3184	1	2.0%
5.4923	1	2.0%
5.4891	1	2.0%
5.4579	1	2.0%
5.2443	1	2.0%

DLi-A
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	49
Unique (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.804187725490196
Minimum	2.52261
Maximum	3.133
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	2.52261
5-th percentile	2.610755
Q1	2.73845
median	2.74955
Q3	2.931125
95-th percentile	3.02706
Maximum	3.133
Range	0.61039
Interquartile range (IQR)	0.192675

Descriptive statistics

Standard deviation	0.1339184328
Coefficient of variation (CV)	0.04775658619
Kurtosis	-0.03021445703
Mean	2.804187725
Median Absolute Deviation (MAD)	0.1107228712
Skewness	0.4537980181
Sum	143.013574
Variance	0.01793414664

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[2.52261 2.7353 2.75383 2.91313 2.94813 3.133 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2.91911	2	3.9%
2.75382	2	3.9%
3.03012	1	2.0%
2.74171	1	2.0%
2.633	1	2.0%
2.59014	1	2.0%
2.7402	1	2.0%
2.74864	1	2.0%
2.73883	1	2.0%
2.74612	1	2.0%
Other values (39)	39	76.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.52261	1	2.0%
2.57151	1	2.0%
2.59014	1	2.0%
2.63137	1	2.0%
2.633	1	2.0%

Value	Count	Frequency (%)
3.133	1	2.0%
3.123	1	2.0%
3.03012	1	2.0%
3.024	1	2.0%
2.94943	1	2.0%

DLi-B
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	50
Unique (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.6661811764705887
Minimum	3.6183
Maximum	3.863
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	3.6183
5-th percentile	3.6264
Q1	3.637135
median	3.64671
Q3	3.67121
95-th percentile	3.80156
Maximum	3.863
Range	0.2447
Interquartile range (IQR)	0.034075

Descriptive statistics

Standard deviation	0.05287457085
Coefficient of variation (CV)	0.0144222471
Kurtosis	5.459482816
Mean	3.666181176
Median Absolute Deviation (MAD)	0.03534602076
Skewness	2.371434247
Sum	186.97524
Variance	0.002795720243

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[3.6183 3.654225 3.71779 3.863 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3.69768	2	3.9%
3.63614	1	2.0%
3.6231	1	2.0%
3.6393	1	2.0%
3.863	1	2.0%
3.64733	1	2.0%
3.64489	1	2.0%
3.65424	1	2.0%
3.6333	1	2.0%
3.63577	1	2.0%
Other values (40)	40	78.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
3.6183	1	2.0%
3.6231	1	2.0%
3.62412	1	2.0%
3.62868	1	2.0%
3.63057	1	2.0%

Value	Count	Frequency (%)
3.863	1	2.0%
3.833	1	2.0%
3.803	1	2.0%
3.80012	1	2.0%
3.71814	1	2.0%

DLi-C
Real number (ℝ_≥0)

Distinct count	46
Unique (%)	90.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.4163242352941174
Minimum	2.354
Maximum	2.63018
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	2.354
5-th percentile	2.36774
Q1	2.388195
median	2.39711
Q3	2.43938
95-th percentile	2.51809
Maximum	2.63018
Range	0.27618
Interquartile range (IQR)	0.051185

Descriptive statistics

Standard deviation	0.05125716533
Coefficient of variation (CV)	0.02121286729
Kurtosis	5.686865557
Mean	2.416324235
Median Absolute Deviation (MAD)	0.03673774394
Skewness	2.156412934
Sum	123.232536
Variance	0.002627296998

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[2.354 2.38394 2.40204 2.45265 2.63018], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2.39378	2	3.9%
2.38896	2	3.9%
2.39751	2	3.9%
2.43938	2	3.9%
2.40203	2	3.9%
2.63018	1	2.0%
2.50218	1	2.0%
2.45215	1	2.0%
2.39192	1	2.0%
2.496216	1	2.0%
Other values (36)	36	70.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.354	1	2.0%
2.3638	1	2.0%
2.36737	1	2.0%
2.36811	1	2.0%
2.37212	1	2.0%

Value	Count	Frequency (%)
2.63018	1	2.0%
2.544	1	2.0%
2.534	1	2.0%
2.50218	1	2.0%
2.496216	1	2.0%

DLi-E
Real number (ℝ_≥0)

UNIQUE

Distinct count	51
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.4867458823529414
Minimum	2.413
Maximum	2.653
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	2.413
5-th percentile	2.465345
Q1	2.472555
median	2.48117
Q3	2.48707
95-th percentile	2.539075
Maximum	2.653
Range	0.24
Interquartile range (IQR)	0.014515

Descriptive statistics

Standard deviation	0.03555963426
Coefficient of variation (CV)	0.01429966548
Kurtosis	11.09422952
Mean	2.486745882
Median Absolute Deviation (MAD)	0.01896595156
Skewness	2.679945759
Sum	126.82404
Variance	0.001264487589

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[2.413 2.465345 2.487235 2.502685 2.653 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2.653	1	2.0%
2.47307	1	2.0%
2.49818	1	2.0%
2.4728	1	2.0%
2.48271	1	2.0%
2.47231	1	2.0%
2.54615	1	2.0%
2.47711	1	2.0%
2.48442	1	2.0%
2.46669	1	2.0%
Other values (41)	41	80.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.413	1	2.0%
2.423	1	2.0%
2.464	1	2.0%
2.46669	1	2.0%
2.46678	1	2.0%

Value	Count	Frequency (%)
2.653	1	2.0%
2.603	1	2.0%
2.54615	1	2.0%
2.532	1	2.0%
2.523	1	2.0%

BNintra
Real number (ℝ_≥0)

UNIQUE

Distinct count	51
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.6096459607843137
Minimum	0.433786
Maximum	0.729645
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	0.433786
5-th percentile	0.4356585
Q1	0.592486
median	0.637826
Q3	0.675698
95-th percentile	0.7092135
Maximum	0.729645
Range	0.295859
Interquartile range (IQR)	0.083212

Descriptive statistics

Standard deviation	0.09300098314
Coefficient of variation (CV)	0.1525491664
Kurtosis	-0.3105927525
Mean	0.6096459608
Median Absolute Deviation (MAD)	0.07243977163
Skewness	-1.007355707
Sum	31.091944
Variance	0.008649182865

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.433786 0.444289 0.582219 0.663467 0.680185 0.729645], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.663546	1	2.0%
0.590987	1	2.0%
0.433786	1	2.0%
0.680115	1	2.0%
0.680255	1	2.0%
0.599687	1	2.0%
0.435272	1	2.0%
0.442823	1	2.0%
0.665215	1	2.0%
0.620434	1	2.0%
Other values (41)	41	80.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.433786	1	2.0%
0.433986	1	2.0%
0.435272	1	2.0%
0.436045	1	2.0%
0.437611	1	2.0%

Value	Count	Frequency (%)
0.729645	1	2.0%
0.719665	1	2.0%
0.712111	1	2.0%
0.706316	1	2.0%
0.701776	1	2.0%

BNdoublet
Real number (ℝ_≥0)

UNIQUE

Distinct count	51
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.6194119607843138
Minimum	0.54204
Maximum	0.68168
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	0.54204
5-th percentile	0.58311
Q1	0.60188
median	0.60956
Q3	0.648545
95-th percentile	0.666195
Maximum	0.68168
Range	0.13964
Interquartile range (IQR)	0.046665

Descriptive statistics

Standard deviation	0.02929678467
Coefficient of variation (CV)	0.04729773806
Kurtosis	-0.08785415241
Mean	0.6194119608
Median Absolute Deviation (MAD)	0.02359398693
Skewness	0.3065178756
Sum	31.59001
Variance	0.0008583015921

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.54204 0.597965 0.61379 0.68168 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.61363	1	2.0%
0.61007	1	2.0%
0.66724	1	2.0%
0.65624	1	2.0%
0.59881	1	2.0%
0.6089	1	2.0%
0.66515	1	2.0%
0.64447	1	2.0%
0.60843	1	2.0%
0.60956	1	2.0%
Other values (41)	41	80.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.54204	1	2.0%
0.57132	1	2.0%
0.57725	1	2.0%
0.58897	1	2.0%
0.59712	1	2.0%

Value	Count	Frequency (%)
0.68168	1	2.0%
0.67055	1	2.0%
0.66724	1	2.0%
0.66515	1	2.0%
0.66345	1	2.0%

BNinter
Real number (ℝ_≥0)

UNIQUE

Distinct count	51
Unique (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5357666078431373
Minimum	0.480721
Maximum	0.628998
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	0.480721
5-th percentile	0.488481
Q1	0.4988435
median	0.531609
Q3	0.5594285
95-th percentile	0.5972825
Maximum	0.628998
Range	0.148277
Interquartile range (IQR)	0.060585

Descriptive statistics

Standard deviation	0.03633493369
Coefficient of variation (CV)	0.06781858586
Kurtosis	-0.3933008425
Mean	0.5357666078
Median Absolute Deviation (MAD)	0.03068254133
Skewness	0.4036717099
Sum	27.324097
Variance	0.001320227407

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.480721 0.5654185 0.628998 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.489498	1	2.0%
0.559604	1	2.0%
0.519663	1	2.0%
0.555748	1	2.0%
0.562548	1	2.0%
0.524968	1	2.0%
0.492703	1	2.0%
0.493911	1	2.0%
0.494682	1	2.0%
0.499771	1	2.0%
Other values (41)	41	80.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.480721	1	2.0%
0.485779	1	2.0%
0.487464	1	2.0%
0.489498	1	2.0%
0.492132	1	2.0%

Value	Count	Frequency (%)
0.628998	1	2.0%
0.613665	1	2.0%
0.606769	1	2.0%
0.587796	1	2.0%
0.580692	1	2.0%

DLi-Li intra
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	49
Unique (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.4515037254901957
Minimum	2.245
Maximum	2.834
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	2.245
5-th percentile	2.301635
Q1	2.372105
median	2.38172
Q3	2.57111
95-th percentile	2.6745
Maximum	2.834
Range	0.589
Interquartile range (IQR)	0.199005

Descriptive statistics

Standard deviation	0.1351615704
Coefficient of variation (CV)	0.0551341485
Kurtosis	0.2838569534
Mean	2.451503725
Median Absolute Deviation (MAD)	0.1146659977
Skewness	0.9747669071
Sum	125.02669
Variance	0.01826865012

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[2.245 2.369375 2.38543 2.834 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2.38542	2	3.9%
2.58865	2	3.9%
2.3765	1	2.0%
2.37723	1	2.0%
2.245	1	2.0%
2.38297	1	2.0%
2.37764	1	2.0%
2.4671	1	2.0%
2.645	1	2.0%
2.3626	1	2.0%
Other values (39)	39	76.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.245	1	2.0%
2.2614	1	2.0%
2.28927	1	2.0%
2.314	1	2.0%
2.31546	1	2.0%

Value	Count	Frequency (%)
2.834	1	2.0%
2.795	1	2.0%
2.693	1	2.0%
2.656	1	2.0%
2.645	1	2.0%

DLi-Li doublet
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	49
Unique (%)	96.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.5583658823529414
Minimum	1.015
Maximum	2.164
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	1.015
5-th percentile	1.2895
Q1	1.42252
median	1.61416
Q3	1.620665
95-th percentile	1.9395
Maximum	2.164
Range	1.149
Interquartile range (IQR)	0.198145

Descriptive statistics

Standard deviation	0.2073685811
Coefficient of variation (CV)	0.1330679679
Kurtosis	1.210241098
Mean	1.558365882
Median Absolute Deviation (MAD)	0.1554124567
Skewness	0.2613988303
Sum	79.47666
Variance	0.04300172844

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[1.015 1.2895 1.61253 1.623455 2.164 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.42252	2	3.9%
1.62345	2	3.9%
1.9667	1	2.0%
1.4304	1	2.0%
1.413	1	2.0%
1.32745	1	2.0%
1.79606	1	2.0%
1.3568	1	2.0%
1.86322	1	2.0%
1.43012	1	2.0%
Other values (39)	39	76.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.015	1	2.0%
1.155	1	2.0%
1.285	1	2.0%
1.294	1	2.0%
1.32567	1	2.0%

Value	Count	Frequency (%)
2.164	1	2.0%
1.9667	1	2.0%
1.965	1	2.0%
1.914	1	2.0%
1.86322	1	2.0%

DLi-Li inter
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	50
Unique (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.137297352941177
Minimum	2.7709
Maximum	3.437
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	2.7709
5-th percentile	2.9257075
Q1	3.08176
median	3.09424
Q3	3.24709
95-th percentile	3.364
Maximum	3.437
Range	0.6661
Interquartile range (IQR)	0.16533

Descriptive statistics

Standard deviation	0.1392384059
Coefficient of variation (CV)	0.04438164133
Kurtosis	0.459968245
Mean	3.137297353
Median Absolute Deviation (MAD)	0.1092827566
Skewness	-0.09886228853
Sum	160.002165
Variance	0.01938733367

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[2.7709 3.07821 3.09907 3.437 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3.23183	2	3.9%
3.09424	1	2.0%
2.7709	1	2.0%
3.24971	1	2.0%
3.29243	1	2.0%
3.26299	1	2.0%
3.2192	1	2.0%
3.29846	1	2.0%
3.09908	1	2.0%
3.08108	1	2.0%
Other values (40)	40	78.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.7709	1	2.0%
2.81623	1	2.0%
2.924	1	2.0%
2.927415	1	2.0%
2.944	1	2.0%

Value	Count	Frequency (%)
3.437	1	2.0%
3.435	1	2.0%
3.375	1	2.0%
3.353	1	2.0%
3.29846	1	2.0%

OCC.Li48h
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	18
Unique (%)	35.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.4333921568627452
Minimum	0.351
Maximum	0.66
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	0.351
5-th percentile	0.351
Q1	0.392
median	0.44
Q3	0.441
95-th percentile	0.54
Maximum	0.66
Range	0.309
Interquartile range (IQR)	0.049

Descriptive statistics

Standard deviation	0.06052770553
Coefficient of variation (CV)	0.139660362
Kurtosis	2.892332043
Mean	0.4333921569
Median Absolute Deviation (MAD)	0.04073202614
Skewness	1.114667496
Sum	22.103
Variance	0.003663603137

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.351 0.3585 0.4385 0.4405 0.4485 0.66 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.44	13	25.5%
0.441	11	21.6%
0.351	5	9.8%
0.5	3	5.9%
0.55	2	3.9%
0.37	2	3.9%
0.377	2	3.9%
0.359	2	3.9%
0.358	2	3.9%
0.407	1	2.0%
Other values (8)	8	15.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.351	5	9.8%
0.358	2	3.9%
0.359	2	3.9%
0.37	2	3.9%
0.377	2	3.9%

Value	Count	Frequency (%)
0.66	1	2.0%
0.55	2	3.9%
0.53	1	2.0%
0.52	1	2.0%
0.5	3	5.9%

OCC.Li24g
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct count	14
Unique (%)	27.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.15674509803921569
Minimum	0.0
Maximum	0.41
Zeros	9
Zeros (%)	17.6%
Memory size	536.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.119
median	0.12
Q3	0.184
95-th percentile	0.41
Maximum	0.41
Range	0.41
Interquartile range (IQR)	0.065

Descriptive statistics

Standard deviation	0.1220737225
Coefficient of variation (CV)	0.778804084
Kurtosis	-0.08442524805
Mean	0.156745098
Median Absolute Deviation (MAD)	0.09345405613
Skewness	0.8212616866
Sum	7.994
Variance	0.01490199373

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0. 0.0445 0.104 0.1325 0.41 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.12	13	25.5%
0.119	11	21.6%
0	9	17.6%
0.41	5	9.8%
0.27	2	3.9%
0.33	2	3.9%
0.34	2	3.9%
0.158	1	2.0%
0.089	1	2.0%
0.185	1	2.0%
Other values (4)	4	7.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	9	17.6%
0.089	1	2.0%
0.119	11	21.6%
0.12	13	25.5%
0.145	1	2.0%

Value	Count	Frequency (%)
0.41	5	9.8%
0.34	2	3.9%
0.33	2	3.9%
0.27	2	3.9%
0.26	1	2.0%

OCC.Li all
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	17
Unique (%)	33.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5901372549019608
Minimum	0.418
Maximum	0.761
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	0.418
5-th percentile	0.5
Q1	0.56
median	0.56
Q3	0.6125
95-th percentile	0.761
Maximum	0.761
Range	0.343
Interquartile range (IQR)	0.0525

Descriptive statistics

Standard deviation	0.07707243855
Coefficient of variation (CV)	0.1306008694
Kurtosis	0.6105773635
Mean	0.5901372549
Median Absolute Deviation (MAD)	0.05881584006
Skewness	0.9545041257
Sum	30.097
Variance	0.005940160784

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.418 0.555 0.5735 0.761 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.56	24	47.1%
0.761	5	9.8%
0.5	3	5.9%
0.689	2	3.9%
0.647	2	3.9%
0.698	2	3.9%
0.592	2	3.9%
0.55	2	3.9%
0.53	1	2.0%
0.587	1	2.0%
Other values (7)	7	13.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.418	1	2.0%
0.5	3	5.9%
0.515	1	2.0%
0.52	1	2.0%
0.53	1	2.0%

Value	Count	Frequency (%)
0.761	5	9.8%
0.698	2	3.9%
0.689	2	3.9%
0.66	1	2.0%
0.647	2	3.9%

SconfLi
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	19
Unique (%)	37.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	327.1358655647059
Minimum	255.8193102
Maximum	374.7309258
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	255.8193102
5-th percentile	274.6169327
Q1	327.383119
median	327.564529
Q3	339.4372176
95-th percentile	374.7309258
Maximum	374.7309258
Range	118.9116156
Interquartile range (IQR)	12.0540986

Descriptive statistics

Standard deviation	29.90969665
Coefficient of variation (CV)	0.09142897432
Kurtosis	0.07473065091
Mean	327.1358656
Median Absolute Deviation (MAD)	19.49488785
Skewness	-0.5776334917
Sum	16683.92914
Variance	894.5899539

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[255.8193102 325.37800335 332.2987466 374.7309258 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
327.564529	13	25.5%
327.383119	11	21.6%
374.7309258	5	9.8%
276.6156316	3	5.9%
361.6765778	2	3.9%
359.9026008	2	3.9%
274.6169327	2	3.9%
351.9105932	2	3.9%
271.2245916	1	2.0%
337.9822851	1	2.0%
Other values (9)	9	17.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
255.8193102	1	2.0%
271.2245916	1	2.0%
274.6169327	2	3.9%
275.8968704	1	2.0%
276.2962889	1	2.0%

Value	Count	Frequency (%)
374.7309258	5	9.8%
361.6765778	2	3.9%
359.9026008	2	3.9%
351.9105932	2	3.9%
348.4772196	1	2.0%

SconfA
Real number (ℝ_≥0)

ZEROS

Distinct count	33
Unique (%)	64.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	11.027918041019607
Minimum	0.0
Maximum	34.13703714
Zeros	13
Zeros (%)	25.5%
Memory size	536.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.054877825
median	12.88818474
Q3	17.08527103
95-th percentile	29.64075628
Maximum	34.13703714
Range	34.13703714
Interquartile range (IQR)	17.03039321

Descriptive statistics

Standard deviation	9.935781044
Coefficient of variation (CV)	0.9009661667
Kurtosis	-0.7773521443
Mean	11.02791804
Median Absolute Deviation (MAD)	8.62724248
Skewness	0.4300041764
Sum	562.4238201
Variance	98.71974496

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.05487782 14.63550739 17.9218089 34.13703714], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	13	25.5%
17.08527103	4	7.8%
15.67366434	3	5.9%
15.15944703	2	3.9%
8.693808874	1	2.0%
7.198922662	1	2.0%
27.28949298	1	2.0%
10.99632548	1	2.0%
34.13703714	1	2.0%
4.625858615	1	2.0%
Other values (23)	23	45.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	13	25.5%
0.10975565	1	2.0%
0.128067811	1	2.0%
1.905459775	1	2.0%
1.913977063	1	2.0%

Value	Count	Frequency (%)
34.13703714	1	2.0%
30.37179034	1	2.0%
30.32129485	1	2.0%
28.9602177	1	2.0%
27.28949298	1	2.0%

SconfC
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct count	39
Unique (%)	76.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	13.369889102156861
Minimum	0.0
Maximum	34.51384964
Zeros	6
Zeros (%)	11.8%
Memory size	536.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3.965408504
median	15.15944703
Q3	18.67628548
95-th percentile	26.99961423
Maximum	34.51384964
Range	34.51384964
Interquartile range (IQR)	14.71087697

Descriptive statistics

Standard deviation	9.494956288
Coefficient of variation (CV)	0.7101746481
Kurtosis	-0.7907007724
Mean	13.3698891
Median Absolute Deviation (MAD)	7.923897617
Skewness	0.09652604843
Sum	681.8643442
Variance	90.15419491

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.05487782 14.6043655 17.92898788 34.51384964], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	6	11.8%
17.08527103	4	7.8%
15.67366434	3	5.9%
15.15944703	2	3.9%
14.62176864	2	3.9%
23.01998905	1	2.0%
23.01545909	1	2.0%
0.128067811	1	2.0%
3.060038385	1	2.0%
33.57089626	1	2.0%
Other values (29)	29	56.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	6	11.8%
0.10975565	1	2.0%
0.128067811	1	2.0%
1.905459775	1	2.0%
1.913977063	1	2.0%

Value	Count	Frequency (%)
34.51384964	1	2.0%
33.57089626	1	2.0%
27.01111625	1	2.0%
26.98811221	1	2.0%
26.83223133	1	2.0%

Sconfanion
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct count	41
Unique (%)	80.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	29.043273788176467
Minimum	0.0
Maximum	73.42387428
Zeros	5
Zeros (%)	9.8%
Memory size	536.0 B

Quantile statistics

Minimum	0
5-th percentile	0
Q1	11.93810283
median	31.34732868
Q3	38.26975297
95-th percentile	65.65673251
Maximum	73.42387428
Range	73.42387428
Interquartile range (IQR)	26.33165014

Descriptive statistics

Standard deviation	19.82867483
Coefficient of variation (CV)	0.6827286407
Kurtosis	-0.4582563133
Mean	29.04327379
Median Absolute Deviation (MAD)	15.52534571
Skewness	0.2105558781
Sum	1481.206963
Variance	393.1763457

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.23782346 29.25727603 38.26975297 73.42387428], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	5	9.8%
34.17054205	4	7.8%
31.34732868	3	5.9%
30.31889405	2	3.9%
46.89305774	1	2.0%
73.42387428	1	2.0%
46.18396899	1	2.0%
0.256135622	1	2.0%
37.82855681	1	2.0%
57.35990255	1	2.0%
Other values (31)	31	60.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	5	9.8%
0.2195113	1	2.0%
0.256135622	1	2.0%
3.81091955	1	2.0%
3.827954126	1	2.0%

Value	Count	Frequency (%)
73.42387428	1	2.0%
68.65088678	1	2.0%
67.42127392	1	2.0%
63.8921911	1	2.0%
60.098476	1	2.0%

rA
Real number (ℝ_≥0)

Distinct count	36
Unique (%)	70.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.8746011921568628
Minimum	1.68802
Maximum	2.062256
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	1.68802
5-th percentile	1.707845
Q1	1.79892
median	1.82
Q3	2.0383404
95-th percentile	2.06
Maximum	2.062256
Range	0.374236
Interquartile range (IQR)	0.2394204

Descriptive statistics

Standard deviation	0.1245013214
Coefficient of variation (CV)	0.06641483102
Kurtosis	-1.262658411
Mean	1.874601192
Median Absolute Deviation (MAD)	0.1108906876
Skewness	0.5341333835
Sum	95.6046608
Variance	0.01550057903

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[1.68802 1.794428 1.83 2.0383404 2.062256 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.82	8	15.7%
1.79832	4	7.8%
1.80192	3	5.9%
2.06	3	5.9%
1.80312	2	3.9%
1.808756	1	2.0%
2.055432	1	2.0%
2.0342088	1	2.0%
2.00756	1	2.0%
2.062256	1	2.0%
Other values (26)	26	51.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.68802	1	2.0%
1.6889	1	2.0%
1.7	1	2.0%
1.71569	1	2.0%
1.71809	1	2.0%

Value	Count	Frequency (%)
2.062256	1	2.0%
2.06188	1	2.0%
2.06	3	5.9%
2.058656	1	2.0%
2.05828	1	2.0%

ENA
Real number (ℝ_≥0)

Distinct count	36
Unique (%)	70.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.788628288235294
Minimum	2.55
Maximum	2.96
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	2.55
5-th percentile	2.62813
Q1	2.659104
median	2.82592
Q3	2.87614
95-th percentile	2.96
Maximum	2.96
Range	0.41
Interquartile range (IQR)	0.217036

Descriptive statistics

Standard deviation	0.1233197054
Coefficient of variation (CV)	0.04422235331
Kurtosis	-1.365587294
Mean	2.788628288
Median Absolute Deviation (MAD)	0.1099688203
Skewness	-0.1384496106
Sum	142.2200427
Variance	0.01520774975

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[2.55 2.6542365 2.659784 2.85003 2.96 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2.96	8	15.7%
2.85836	4	7.8%
2.871646	3	5.9%
2.66	3	5.9%
2.87614	2	3.9%
2.782276	1	2.0%
2.8627567	1	2.0%
2.659568	1	2.0%
2.880677	1	2.0%
2.908	1	2.0%
Other values (26)	26	51.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.55	1	2.0%
2.58	1	2.0%
2.6224	1	2.0%
2.63386	1	2.0%
2.64235	1	2.0%

Value	Count	Frequency (%)
2.96	8	15.7%
2.91734	1	2.0%
2.908	1	2.0%
2.880997	1	2.0%
2.880677	1	2.0%

rC
Real number (ℝ_≥0)

Distinct count	40
Unique (%)	78.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.7345330745098044
Minimum	1.6811
Maximum	1.84
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	1.6811
5-th percentile	1.7
Q1	1.711624
median	1.72512
Q3	1.741064
95-th percentile	1.82497
Maximum	1.84
Range	0.1589
Interquartile range (IQR)	0.02944

Descriptive statistics

Standard deviation	0.03574703865
Coefficient of variation (CV)	0.02060902682
Kurtosis	2.783552174
Mean	1.734533075
Median Absolute Deviation (MAD)	0.02552912972
Skewness	1.675471466
Sum	88.4611868
Variance	0.001277850772

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[1.6811 1.70094 1.730215 1.84 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.72872	4	7.8%
1.7	3	5.9%
1.84	3	5.9%
1.72512	3	5.9%
1.72392	2	3.9%
1.72272	2	3.9%
1.72752	1	2.0%
1.73112	1	2.0%
1.70548	1	2.0%
1.709832	1	2.0%
Other values (30)	30	58.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.6811	1	2.0%
1.7	3	5.9%
1.70188	1	2.0%
1.70372	1	2.0%
1.70376	1	2.0%

Value	Count	Frequency (%)
1.84	3	5.9%
1.80994	1	2.0%
1.77688	1	2.0%
1.770732	1	2.0%
1.770148	1	2.0%

ENC
Real number (ℝ_≥0)

Distinct count	39
Unique (%)	76.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.6150203708568074
Minimum	2.55
Maximum	2.87163
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	2.55
5-th percentile	2.55731
Q1	2.579804114
median	2.583731117
Q3	2.634448015
95-th percentile	2.7556
Maximum	2.87163
Range	0.32163
Interquartile range (IQR)	0.05464390095

Descriptive statistics

Standard deviation	0.06680662504
Coefficient of variation (CV)	0.02554726754
Kurtosis	6.83245803
Mean	2.615020371
Median Absolute Deviation (MAD)	0.04466016973
Skewness	2.472713887
Sum	133.3660389
Variance	0.004463125149

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[2.55 2.57940411 2.5836927 2.65354448 2.87163 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
2.643986181	4	7.8%
2.634448015	3	5.9%
2.55	3	5.9%
2.58	3	5.9%
2.628151492	2	3.9%
2.5648	2	3.9%
2.631293626	2	3.9%
2.5792	1	2.0%
2.581972961	1	2.0%
2.585483973	1	2.0%
Other values (29)	29	56.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.55	3	5.9%
2.56462	1	2.0%
2.5648	2	3.9%
2.5662	1	2.0%
2.5668	1	2.0%

Value	Count	Frequency (%)
2.87163	1	2.0%
2.83677	1	2.0%
2.8251	1	2.0%
2.6861	1	2.0%
2.65668	1	2.0%

Ea(eV)
Real number (ℝ_≥0)

Distinct count	19
Unique (%)	37.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.33566942401960786
Minimum	0.244140625
Maximum	0.56640625
Zeros	0
Zeros (%)	0.0%
Memory size	536.0 B

Quantile statistics

Minimum	0.244140625
5-th percentile	0.25390625
Q1	0.2734375
median	0.322265625
Q3	0.37109375
95-th percentile	0.478515625
Maximum	0.56640625
Range	0.322265625
Interquartile range (IQR)	0.09765625

Descriptive statistics

Standard deviation	0.0745510853
Coefficient of variation (CV)	0.2220967415
Kurtosis	1.655371442
Mean	0.335669424
Median Absolute Deviation (MAD)	0.05698679594
Skewness	1.220609901
Sum	17.11914062
Variance	0.00555786432

Histogram
Dynamic Histogram

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.24414062 0.38574219 0.56640625], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0.263671875	8	15.7%
0.322265625	5	9.8%
0.37109375	5	9.8%
0.2734375	5	9.8%
0.33203125	3	5.9%
0.380859375	3	5.9%
0.361328125	3	5.9%
0.25390625	3	5.9%
0.283203125	2	3.9%
0.3125	2	3.9%
Other values (9)	12	23.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.244140625	1	2.0%
0.25390625	3	5.9%
0.263671875	8	15.7%
0.2734375	5	9.8%
0.283203125	2	3.9%

Value	Count	Frequency (%)
0.56640625	1	2.0%
0.546875	1	2.0%
0.5078125	1	2.0%
0.44921875	2	3.9%
0.419921875	1	2.0%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Count
Matrix

First rows

	NO.	formula	material_id	chemical_compound	ranion	ENanion	PLanion	rcation	ENcation	PLcation	CLi	a	v	v[LiACE2]	v[BE4]	DLi-A	DLi-B	DLi-C	DLi-E	BNintra	BNdoublet	BNinter	DLi-Li intra	DLi-Li doublet	DLi-Li inter	OCC.Li48h	OCC.Li24g	OCC.Li all	SconfLi	SconfA	SconfC	Sconfanion	rA	ENA	rC	ENC	Ea(eV)
0	0	Li7PS6	shu.ssy_201912261118001	Li7(PS4)S2	1.840000	2.580000	10.200000	0.170	2.19	0.0198	7.00	9.9926	997.781774	8.0749	4.3806	2.590140	3.66559	2.452150	2.53200	0.729645	0.61158	0.628998	2.24500	1.91400	2.924000	0.530	0.000	0.530	275.896870	0.000000	0.000000	0.000000	1.700000	2.58000	1.70000	2.580000	0.283203
1	1	Li7PSe6	shu.ssy_2019122611180312	Li7(PSe4)Se2	1.980000	2.550000	10.500000	0.170	2.19	0.0198	7.00	10.4750	1149.441660	9.1472	5.4923	2.633000	3.86300	2.630180	2.65300	0.706316	0.57132	0.580692	2.31400	2.16400	2.944000	0.660	0.000	0.660	255.819310	0.000000	0.000000	0.000000	1.840000	2.55000	1.84000	2.550000	0.507812
2	2	Li6PS5Cl	shu.ssy_2019122611180423	Li6PS5Cl	1.835000	2.676667	9.110000	0.170	2.19	0.0198	6.00	9.8980	969.710989	7.6200	4.5265	2.522610	3.63930	2.496216	2.48200	0.701776	0.57725	0.578577	2.26140	1.96670	2.770900	0.500	0.000	0.500	276.615632	22.163757	22.163757	44.327514	1.688900	2.73647	1.68110	2.871630	0.322266
3	3	Li6PS5Br	shu.ssy_2019122611180634	Li6PS5Br	1.860000	2.643333	9.295000	0.170	2.19	0.0198	6.00	9.9530	985.966187	7.9785	4.3309	2.727500	3.61830	2.440810	2.47830	0.663388	0.60463	0.555748	2.36260	1.60760	3.068600	0.441	0.119	0.560	327.383119	17.564845	17.564845	35.129691	1.792936	2.84170	1.75160	2.656680	0.273438
4	4	Li6PS5Cl0.5Br0.5	shu.ssy_2019122611180845	Li6PS5Cl0.5Br0.5	1.847500	2.660000	9.202500	0.170	2.19	0.0198	6.00	9.9520	985.668910	7.9388	4.4415	2.637514	3.63520	2.444760	2.47711	0.719665	0.59881	0.613665	2.33086	1.77909	2.927415	0.500	0.000	0.500	276.615632	34.137037	34.513850	68.650887	1.715690	2.77280	1.72931	2.836770	0.332031
5	5	Li6PS5I	shu.ssy_2019122611180948	Li6PS5I	1.900000	2.593333	9.683333	0.170	2.19	0.0198	6.00	10.1448	1044.072000	8.5169	4.3943	3.024000	3.64400	2.354000	2.46400	0.586056	0.65262	0.493570	2.65600	1.15500	3.375000	0.370	0.260	0.630	348.477220	0.000000	0.000000	0.000000	2.060000	2.66000	1.70000	2.580000	0.419922
6	6	Li6AsS5Br	shu.ssy_2019122611180949	Li6(AsS4)BrS	1.860000	2.643333	9.295000	0.335	2.18	0.1030	6.00	10.1010	1030.668300	8.1339	5.1245	2.931160	3.63516	2.413000	2.41300	0.691714	0.62042	0.561264	2.64500	1.29400	3.215000	0.550	0.000	0.550	274.616933	9.592084	8.435017	18.027101	1.809920	2.91734	1.70840	2.600979	0.263672
7	7	Li6AsS5I	shu.ssy_2019122611180950	Li6(AsS4)SI	1.900000	2.593333	9.683333	0.335	2.18	0.1030	6.00	10.2368	1072.736000	8.5219	5.1690	3.123000	3.66300	2.395000	2.42300	0.606550	0.65553	0.480721	2.79500	1.01500	3.437000	0.520	0.000	0.520	276.296289	0.000000	0.000000	0.000000	2.060000	2.66000	1.70000	2.580000	0.371094
8	8	Li6AsSe5I	shu.ssy_2019122611180951	Li6(AsSe4)SeI	2.016700	2.568333	9.933333	0.335	2.18	0.1030	6.00	10.6516	1208.494100	9.4333	6.3184	3.133000	3.83300	2.534000	2.52300	0.637826	0.60052	0.487464	2.83400	1.28500	3.435000	0.550	0.000	0.550	274.616933	0.000000	0.000000	0.000000	2.060000	2.66000	1.84000	2.550000	0.449219
9	9	Li6.66PSe5.66Cl0.34	shu.ssy_201912261118012	Li6.66(PSe4)(Se1.66Cl0.34)	1.970367	2.584567	10.112400	0.170	2.19	0.0198	6.66	10.3620	1112.578908	8.8054	5.4579	2.693000	3.80300	2.544000	2.60300	0.678758	0.54204	0.548607	2.33700	1.96500	3.037000	0.418	0.000	0.418	271.224592	15.267524	14.860039	30.127564	1.807250	2.62240	1.80994	2.619700	0.566406

Last rows

	NO.	formula	material_id	chemical_compound	ranion	ENanion	PLanion	rcation	ENcation	PLcation	CLi	a	v	v[LiACE2]	v[BE4]	DLi-A	DLi-B	DLi-C	DLi-E	BNintra	BNdoublet	BNinter	DLi-Li intra	DLi-Li doublet	DLi-Li inter	OCC.Li48h	OCC.Li24g	OCC.Li all	SconfLi	SconfA	SconfC	Sconfanion	rA	ENA	rC	ENC	Ea(eV)
41	41	Li6.10P0.90Si0.10S5Br	shu.ssy_2019122611180737	Li6.10P0.90Si0.10S5Br	1.86	2.643333	9.295	0.17900	2.16100	0.021150	6.100	10.00242	1000.726303	8.0496	4.5334	2.74020	3.63614	2.39016	2.48117	0.668519	0.60956	0.560532	2.37362	1.61542	3.08373	0.44	0.12	0.56	327.564529	17.085271	17.085271	34.170542	1.79832	2.858360	1.72872	2.643986	0.253906
42	42	Li6.125P0.875Si0.125S5Br	shu.ssy_2019122611180738	Li6.125P0.875Si0.125S5Br	1.86	2.643333	9.295	0.18125	2.15375	0.021487	6.125	10.00982	1002.948889	7.9996	4.7393	2.74223	3.63883	2.39192	2.47520	0.670111	0.60578	0.552427	2.37538	1.61662	3.08601	0.44	0.12	0.56	327.564529	15.673664	15.673664	31.347329	1.80192	2.871646	1.72512	2.634448	0.263672
43	43	Li6.15P0.85Si0.15S5Br	shu.ssy_2019122611180739	Li6.15P0.85Si0.15S5Br	1.86	2.643333	9.295	0.18350	2.14650	0.021825	6.150	10.01452	1004.362235	8.0512	4.6293	2.74352	3.64053	2.39305	2.48094	0.671315	0.61007	0.559253	2.37650	1.61738	3.08746	0.44	0.12	0.56	327.564529	14.621769	14.621769	29.243537	1.80432	2.880677	1.72272	2.628151	0.263672
44	44	Li6.175P0.825Si0.175S5Br	shu.ssy_2019122611180840	Li6.175P0.825Si0.175S5Br	1.86	2.643333	9.295	0.18575	2.13925	0.022163	6.175	10.01933	1005.810224	7.9817	4.8716	2.74484	3.64228	2.39420	2.47307	0.672309	0.60485	0.548881	2.37764	1.61815	3.08895	0.44	0.12	0.56	327.564529	17.085271	17.085271	34.170542	1.79832	2.858360	1.72872	2.643986	0.273438
45	45	Li6.20P0.80Si0.20S5Br	shu.ssy_2019122611180841	Li6.20P0.80Si0.20S5Br	1.86	2.643333	9.295	0.18800	2.13200	0.022500	6.200	10.02402	1007.223381	8.0093	4.8306	2.74612	3.64399	2.39532	2.47601	0.673443	0.60716	0.552206	2.37875	1.61891	3.09039	0.44	0.12	0.56	327.564529	17.085271	17.085271	34.170542	1.79832	2.858360	1.72872	2.643986	0.263672
46	46	Li6.225P0.775Si0.225S5Br	shu.ssy_2019122611180842	Li6.225P0.775Si0.225S5Br	1.86	2.643333	9.295	0.19025	2.12475	0.022838	6.225	10.03151	1009.482924	8.0395	4.8057	2.74817	3.64671	2.39711	2.47920	0.675240	0.60982	0.555605	2.38053	1.62012	3.09270	0.44	0.12	0.56	327.564529	15.159447	15.159447	30.318894	1.80312	2.876140	1.72392	2.631294	0.263672
47	47	Li6.25P0.75Si0.25S5Br	shu.ssy_2019122611180843	Li6.25P0.75Si0.25S5Br	1.86	2.643333	9.295	0.19250	2.11750	0.023175	6.250	10.03652	1010.996061	8.0720	4.7536	2.74955	3.64853	2.39830	2.48271	0.676466	0.61256	0.559604	2.38172	1.62093	3.09424	0.44	0.12	0.56	327.564529	14.649246	14.621769	29.271015	1.80250	2.880997	1.72272	2.628151	0.263672
48	48	Li6.30P0.70Si0.30S5Br	shu.ssy_2019122611180844	Li6.30P0.70Si0.30S5Br	1.86	2.643333	9.295	0.19700	2.10300	0.023850	6.300	10.05213	1015.720591	8.1459	4.6711	2.75382	3.65421	2.40203	2.49068	0.680255	0.61904	0.568289	2.38542	1.62345	3.09906	0.44	0.12	0.56	327.564529	15.673664	15.673664	31.347329	1.80192	2.871646	1.72512	2.634448	0.244141
49	49	Li6.35P0.65Si0.35S5Br	shu.ssy_2019122611180946	Li6.35P0.65Si0.35S5Br	1.86	2.643333	9.295	0.20150	2.08850	0.024525	6.350	10.04681	1014.108883	8.0841	4.8051	2.75236	3.65227	2.40076	2.48384	0.678886	0.61395	0.560146	2.38416	1.62259	3.09742	0.44	0.12	0.56	327.564529	15.159447	15.159447	30.318894	1.80312	2.876140	1.72392	2.631294	0.253906
50	50	Li6.50P0.50Si0.50S5Br	shu.ssy_2019122611180947	Li6.50P0.50Si0.50S5Br	1.86	2.643333	9.295	0.21500	2.04500	0.026550	6.500	10.05212	1015.717700	8.0768	4.8714	2.75382	3.65420	2.40203	2.48295	0.680115	0.61363	0.558541	2.38542	1.62345	3.09905	0.44	0.12	0.56	327.564529	15.673664	15.673664	31.347329	1.80192	2.871646	1.72512	2.634448	0.253906

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Missing values

Sample

First rows

Last rows